Pollen-Vision：為機器人打造的 Zero-Shot 視覺模型統一接口★ 75
Hugging Face Blog811 days agoNew ToolPollen Robotics has announced the launch of an open-source project called "Pollen-Vision," a unified vision interface designed specifically for robotics…
3D Gaussian Splatting 入門指南：開啟即時 3D 渲染的新紀元★ 85
Hugging Face Blog1,000 days agoTutorialThis technical blog post from Hugging Face takes an in-depth look at 3D Gaussian Splatting (3DGS), a revolutionary technology that has taken the worlds of 3D…
Hugging Face 推出全新「物件偵測排行榜」(Object Detection Leaderboard)
Hugging Face Blog1,000 days agoNew ToolHugging Face has officially launched the "Object Detection Leaderboard," a brand-new evaluation platform designed for the computer vision field. With the rapid…
Hugging Face 推出 IDEFICS：開源重現 SOTA 多模態視覺語言模型 Flamingo★ 78
Hugging Face Blog1,027 days agoReleaseHugging Face has officially launched IDEFICS (Image-supervised Decoder-Encoder-Few-shot-In-Context-Shorthand), an open-source multimodal vision-language model…
深入探討文字生成影片 (Text-to-Video) 模型：原理、開源現況與 Diffusers 實作
Hugging Face Blog1,133 days agoTutorialThis Hugging Face blog post takes an in-depth look at the development of text-to-video (T2V) technology and the principles behind it. In mid-2023, as…
使用機器學習爭分奪秒救援災民：Hugging Face 探討 AI 在災害應變中的關鍵角色
Hugging Face Blog1,199 days agoCommentaryThis blog post from Hugging Face explores how machine learning (ML) can assist rescue workers in a race against time to save lives during natural disasters…
深入探討視覺語言模型 (Vision-Language Models) 的原理與架構★ 80
Hugging Face Blog1,227 days agoTutorialThis is a classic technical guide written by the Hugging Face team, designed to help developers and researchers gain a deep understanding of how…
Hugging Face 電腦視覺（Computer Vision）發展現狀與生態指南
Hugging Face Blog1,231 days agoCommentaryAlthough Hugging Face rose to prominence in the field of natural language processing (NLP), it has made tremendous strides in computer vision (CV) in recent…
使用 Mask2Former 與 OneFormer 進行通用影像分割★ 70
Hugging Face Blog1,242 days agoReleaseImage segmentation is a core task in computer vision, traditionally divided into three main types: semantic segmentation (classifying every pixel), instance…
使用 Hugging Face Datasets 與 Transformers 實現圖像相似度檢索
Hugging Face Blog1,245 days agoTutorialThis technical tutorial from the official Hugging Face blog provides a detailed walkthrough of how to build an efficient image similarity retrieval system from…
使用 CLIPSeg 進行零樣本（Zero-shot）圖像分割
Hugging Face Blog1,271 days agoTutorialThis article introduces CLIPSeg, an innovative architecture presented at CVPR 2022, designed to solve the problem of traditional image segmentation models…
深度解析：在 Hugging Face Optimum Graphcore 上運行 Vision Transformers (ViT)
Hugging Face Blog1,396 days agoTutorialThis in-depth technical blog post from Hugging Face focuses on how to efficiently deploy and fine-tune Vision Transformer (ViT) models on Graphcore's IPU…
Hugging Face Datasets 推出全新音訊與電腦視覺文件指南
Hugging Face Blog1,417 days agoReleaseHugging Face announced new official Audio and Vision documentation guides for its core open-source library `datasets`. As multimodal AI models continue to…
在 Hugging Face 中使用 TF Serving 部署 TensorFlow 視覺模型
Hugging Face Blog1,420 days agoTutorialThis is an official technical guide published by Hugging Face, designed to help developers deploy TensorFlow computer vision models from the Hugging Face Hub…
詳解擴散模型：The Annotated Diffusion Model 程式碼與原理實戰指南★ 85
Hugging Face Blog1,468 days agoTutorialThis classic blog post from Hugging Face, "The Annotated Diffusion Model," is an essential guide for learning about generative AI image synthesis. Modeled…
使用自定義資料集微調 SegFormer 語義分割模型
Hugging Face Blog1,550 days agoTutorialThis practical tutorial from Hugging Face provides a detailed guide on how to fine-tune the SegFormer model on a custom dataset for semantic segmentation…
使用 🤗 Datasets 進行圖像搜尋
Hugging Face Blog1,551 days agoTutorialIn the field of computer vision, image search (also known as image-to-image search) is a core technology. Hugging Face's official blog provides a detailed…
使用 🤗 Transformers 微調 ViT 進行影像分類教學★ 70
Hugging Face Blog1,584 days agoTutorialThis is an official tutorial article from Hugging Face that guides developers on how to fine-tune a Vision Transformer (ViT) model for image classification…
Perceiver IO：可擴展且適用於任何模態的全注意力機制模型★ 70
Hugging Face Blog1,642 days agoReleaseThis article introduces DeepMind's Perceiver IO model and its integration into the Hugging Face Transformers library. Traditional Transformer models, while…